A correction to this paper has been published: https://doi.org/10.1007/s13042-021-01350-4

In social network science, Facebook is one of the most interesting and widely used networks media platforms. Its data has significantly contributed to evolution research link prediction techniques, which are important tools in mining analysis. This paper gives first comprehensive analysis on Facebook100 network. We stu- dy performance evaluate multiple machine learning algorithms different feat...

Link prediction of combat networks is significant military value for precisely identifying the vital infrastructure enemy target and optimizing operational plan our side. Due to profound uncertainty in battleground circumstances, acquired topological information opponent network always presents sparse characteristics. To solve this problem, a novel approach named embedding based link (NECLP) pu...